Data Science Best Practices
Contents 1. Introduction 2. The Four Pillars of Success in Analytics 3. Analytics Sophistication 4. Data Science Practice 4.1. DS-BuDAI® Methodology 4...
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High Precision Computing: Benchmark, Examples, and Tutorial
In some applications, using the standard precision in your programming language of choice, may not be enough, and can lead to disastrous errors. In some cases, you work w...
Using Data Analytics to Prevent, Not Just Report
I recently had another client conversation about optimizing their data warehouse and Business Intelligence (BI) environment. The client had lots of pride in their existin...
Inside the black box
Introduction This post is designed show the internal changes of an Artificial Neural Network (ANN/NN), it shows the outputs of the neurons from the beginning of a Backpro...
Handbook of Statistical Analysis and Data Mining Applications – 2nd Edition
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, ...
Machine Learning Glossary by Google
This is Google’s dictionary on machine learning. Very interesting, with more than 100 entries, but clearly biased towards what Google thinks machine learning is. Th...
How Biometric Authentication Works
Here is a guest post from Rowena Bonnette on How Biometric Authentication works – Biometrics are the ultimate security protocol. Using security coding that is...
Deep Learning for Natural Language Processing: Tutorials with Jupyter Notebooks
This article was written by Jon Krohn. At untapt, all of our models involve Natural Language Processing (NLP) in one way or another. Our algorithms consider the natural...
Data Tagging in Medical Imaging – Diving Deep into the Processes
Note: This is the second post of the series Data Tagging in Medical Imaging. You can find the first post here. In the previous post of the series, Data Tagging in Medica...
Information retrieval document search using vector space model in R
Introduction: In this post, we learn about building a basic search engine or document retrieval system using Vector space model. This use case is widely used in informati...